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Sedhai YR, Patel NK, Mihalick V, Talasaz A, Thomas G, Denlinger BL, Damonte JI, Del Buono MG, Federmann E, Hardin M, Ibe I, Harmon M, Van Tassell B, Abbate A. Heart failure clinical trial enrollment at a rural satellite hospital. Contemp Clin Trials 2022; 115:106731. [PMID: 35283262 PMCID: PMC9647921 DOI: 10.1016/j.cct.2022.106731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/08/2022] [Accepted: 03/08/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Heart failure is a clinical condition that notably affects the lives of patients in rural areas. Partnering of a rural satellite hospital with an urban academic medical center may provide geographically underrepresented populations with heart failure an opportunity to access to controlled clinical trials (CCTs). METHODS We report our experience in screening, consenting and enrolling subjects at the VCU Health Community Memorial Hospital (VCU-CMH) in rural South Hill, Virginia, that is part of the larger VCU Health network, with the lead institution being VCU Health Medical College of Virginia Hospitals (VCU-MCV), Richmond, VA. Subjects were enrolled in a clinical trial sponsored by the National Institutes of Health and assigned to treatment with an anti-inflammatory drug for heart failure or placebo. We used the electronic health record and remote guidance and oversight from the VCU-MCV resources using a close-loop communication network to work with local resources at the facility to perform screening, consenting and enrollment. RESULTS One hundred subjects with recently decompensated heart failure were screened between January 2019 and August 2021, of these 61 are enrolled to date: 52 (85%) at VCU-MCV and 9 (15%) at VCU-CMH. Of the subjects enrolled at VCU-CMH, 33% were female, 77% Black, with a mean age of 52 ± 10 years. CONCLUSION The use of a combination of virtual/remote monitoring and guidance of local resources in this trial provides an opportunity for decentralization and access of CCTs for potential novel treatment of heart failure to underrepresented individuals from rural areas. TRIAL REGISTRATION ClinicalTrials.gov: NCT03797001.
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Affiliation(s)
- Yub Raj Sedhai
- VCU Health, Community Memorial Hospital, , South Hill, VA, United States of America
| | - Nimesh K Patel
- VCU Health, Community Memorial Hospital, , South Hill, VA, United States of America; VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Virginia Mihalick
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Azita Talasaz
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Georgia Thomas
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Bethany L Denlinger
- VCU Health, Community Memorial Hospital, , South Hill, VA, United States of America; VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Juan I Damonte
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Marco Giuseppe Del Buono
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Emily Federmann
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Mary Hardin
- VCU Health, Community Memorial Hospital, , South Hill, VA, United States of America
| | - Ikenna Ibe
- VCU Health, Community Memorial Hospital, , South Hill, VA, United States of America
| | - Mary Harmon
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Benjamin Van Tassell
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Antonio Abbate
- VCU Health, Medical College of Virginia Hospital, Virginia Commonwealth University, Richmond, VA, United States of America.
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Dong D, Xu RH, Wong EL, Hung C, Feng D, Feng Z, Yeoh E, Wong SY. Public preference for COVID-19 vaccines in China: A discrete choice experiment. Health Expect 2020; 23:1543-1578. [PMID: 33022806 PMCID: PMC7752198 DOI: 10.1111/hex.13140] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 09/02/2020] [Accepted: 09/06/2020] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND As the coronavirus disease 2019 (COVID-19) pandemic is sweeping across the globe, there is an urgent need to develop effective vaccines as the most powerful strategy to end the pandemic. This study aimed to examine how factors related to vaccine characteristics, their social normative influence and convenience of vaccination can affect the public's preference for the uptake of the COVID-19 vaccine in China. METHODS An online discrete choice experiment (DCE) survey was administered to a sample of China's general population. Participants were asked to make a series of hypothetical choices and estimate their preference for different attributes of the vaccine. A mixed logit regression model was used to analyse the DCE data. Willingness to pay for each attribute was also calculated. RESULTS Data of 1236 participants who provided valid responses were included in the analysis. There was strong public preference for high effectiveness of the vaccine, followed by long protective duration, very few adverse events and being manufactured overseas. Price was the least important attribute affecting the public preference in selecting the COVID-19 vaccine. CONCLUSIONS The strong public preferences detected in this study should be considered when developing COVID-19 vaccination programme in China. The results provide useful information for policymakers to identify the individual and social values for a good vaccination strategy. PATIENT OR PUBLIC CONTRIBUTION The design of the experimental choices was fully based on interviews and focus group discussions participated by 26 Chinese people with diverse socio-economic backgrounds. Without their participation, the study would not be possible.
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Affiliation(s)
- Dong Dong
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
- Centre for Health Systems and Policy ResearchThe Chinese University of Hong KongHong Kong SARChina
| | - Richard Huan Xu
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
- Centre for Health Systems and Policy ResearchThe Chinese University of Hong KongHong Kong SARChina
| | - Eliza Lai‐yi Wong
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
- Centre for Health Systems and Policy ResearchThe Chinese University of Hong KongHong Kong SARChina
| | - Chi‐Tim Hung
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
- Centre for Health Systems and Policy ResearchThe Chinese University of Hong KongHong Kong SARChina
| | - Da Feng
- School of PharmacyTongji Medical CollegeHuazhong University of Science & TechnologyWuhanChina
| | - Zhanchun Feng
- School of Medicine and Health ManagementTongji Medical CollegeHuazhong University of Science & TechnologyWuhanChina
| | - Eng‐kiong Yeoh
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
- Centre for Health Systems and Policy ResearchThe Chinese University of Hong KongHong Kong SARChina
| | - Samuel Yeung‐shan Wong
- The Jockey Club School of Public Health & Primary CareFaculty of MedicineThe Chinese University of Hong KongHong Kong SARChina
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Impact of a Comprehensive Guideline Dissemination Strategy on Diabetes Diagnostic Test Rates: an Interrupted Time Series. J Gen Intern Med 2020; 35:2662-2667. [PMID: 32157647 PMCID: PMC7458977 DOI: 10.1007/s11606-020-05747-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/10/2020] [Accepted: 02/13/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND Diabetes Canada launched a comprehensive Dissemination and Implementation (D&I) strategy to optimize uptake of their 2013 Clinical Practice Guidelines; the strategy involved continuing professional development courses, webinars, an interactive website, applications for mobile devices, point-of-care decision support tools, and media awareness campaigns. It included a focus on promoting HbA1c as the recommended diagnostic test for diabetes. OBJECTIVE To determine the impact of Diabetes Canada's 2013 D&I strategy on physician test-ordering behavior, specifically HbA1c testing, for the diagnosis of diabetes, using provincial healthcare administrative data. DESIGN Population-based interrupted time series. SETTING Ontario, Canada. PARTICIPANTS Ontario residents aged 40-79 not previously diagnosed with diabetes. MEASUREMENTS For each quarter between January 2005 and December 2014, we conducted an interrupted time series analysis on the first-order difference of the proportion of patients receiving HbA1c tests per quarter with an autoregressive integrated moving average model with the intervention step occurring in quarter 2 of 2013. Subgroup analyses by rurality, physician graduation year, and practice size were also conducted. RESULTS There were 32 quarters pre-intervention and 6 post-intervention; average sample size per quarter was 5,298,686 individuals. Pre-intervention, the quarter-to-quarter growth was 1.51 HbA1c tests per quarter per 1000 people. Post-intervention, the quarter-to-quarter growth increased by 8.45 tests per 1000 people (p < 0.005). Growth of HbA1c ordering differed significantly by region, years since physician graduation, and practice size. LIMITATIONS Incomplete data collection, inadequate stratification, and other unidentified confounders. CONCLUSION The D&I strategy resulted in a significant increase in the growth of HbA1c tests. The successful uptake of this recommendation may be due to its simplicity; guideline developers should consider this when drafting recommendations. Furthermore, differential uptake by user groups suggests that future strategies should include targeted barrier analysis and interventions to these groups.
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Chen L, Islam RM, Wang J, Hird TR, Pavkov ME, Gregg EW, Salim A, Tabesh M, Koye DN, Harding JL, Sacre JW, Barr ELM, Magliano DJ, Shaw JE. A systematic review of trends in all-cause mortality among people with diabetes. Diabetologia 2020; 63:1718-1735. [PMID: 32632526 PMCID: PMC11000245 DOI: 10.1007/s00125-020-05199-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 04/29/2020] [Indexed: 01/18/2023]
Abstract
AIMS/HYPOTHESIS We examined all-cause mortality trends in people with diabetes and compared them with trends among people without diabetes. METHODS MEDLINE, EMBASE and CINAHL databases were searched for observational studies published from 1980 to 2019 reporting all-cause mortality rates across ≥2 time periods in people with diabetes. Mortality trends were examined by ethnicity, age and sex within comparable calendar periods. RESULTS Of 30,295 abstracts screened, 35 studies were included, providing data on 69 separate ethnic-specific or sex-specific populations with diabetes since 1970. Overall, 43% (3/7), 53% (10/19) and 74% (32/43) of the populations studied had decreasing trends in all-cause mortality rates in people with diabetes in 1970-1989, 1990-1999 and 2000-2016, respectively. In 1990-1999 and 2000-2016, mortality rates declined in 75% (9/12) and 78% (28/36) of predominantly Europid populations, and in 14% (1/7) and 57% (4/7) of non-Europid populations, respectively. In 2000-2016, mortality rates declined in 33% (4/12), 65% (11/17), 88% (7/8) and 76% (16/21) of populations aged <40, 40-54, 55-69 and ≥70 years, respectively. Among the 33 populations with separate mortality data for those with and without diabetes, 60% (6/10) of the populations with diabetes in 1990-1999 and 58% (11/19) in 2000-2016 had an annual reduction in mortality rates that was similar to or greater than in those without diabetes. CONCLUSIONS/INTERPRETATION All-cause mortality has declined in the majority of predominantly Europid populations with diabetes since 2000, and the magnitude of annual mortality reduction matched or exceeded that observed in people without diabetes in nearly 60% of populations. Patterns of diabetes mortality remain uncertain in younger age groups and non-Europid populations. REGISTRATION PROSPERO registration ID CRD42019095974. Graphical abstract.
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Affiliation(s)
- Lei Chen
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Rakibul M Islam
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Joanna Wang
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Thomas R Hird
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Meda E Pavkov
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Edward W Gregg
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Agus Salim
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
- Department of Mathematics and Statistics, La Trobe University, Bundoora, VIC, Australia
| | - Maryam Tabesh
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Digsu N Koye
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Jessica L Harding
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Julian W Sacre
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Elizabeth L M Barr
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
- Wellbeing and Preventable Chronic Disease Division, Menzies School of Health Research, Darwin, NT, Australia
| | - Dianna J Magliano
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia.
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, VIC, 3004, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- School of Life Sciences, La Trobe University, Bundoora, VIC, Australia
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Lai PSM, Sellappans R, Chua SS. Reliability and Validity of the M-MALMAS Instrument to Assess Medication Adherence in Malay-Speaking Patients with Type 2 Diabetes. Pharmaceut Med 2020; 34:201-207. [PMID: 32436200 DOI: 10.1007/s40290-020-00335-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND The English Malaysian Medication Adherence Scale (MALMAS) has been validated for assessing medication adherence of people with type 2 diabetes. However, Malay is the national language of Malaysia. OBJECTIVES The aim of this study was to cross-culturally adapt and validate the Malay MALMAS (M-MALMAS) in Malaysia. METHODS Adults with type 2 diabetes, who could understand Malay, were recruited between May 2016 and February 2017 from a primary care clinic in Kuala Lumpur, Malaysia. The M-MALMAS and the Malay version of the Morisky Medication Adherence Scale (MMAS-8) were administered at baseline to test for convergent validity. Four weeks later, the M-MALMAS was re-administered. Predictive validity of the M-MALMAS was assessed by correlating the medication adherence scores with levels of glycated haemoglobin (HbA1c). RESULTS In total, 100 of 104 people agreed to participate (response rate = 96.2%). The overall Cronbach's α and McDonald's Ω for the M-MALMAS was 0.654 and 0.676, respectively (mean = 0.665). At test-retest, no significant difference was found for all items. The median total score interquartile range (IQR) of the M-MALMAS was 7.0 (6.0-8.0) and this was significantly correlated to the median total score of the Malay MMAS-8 [median (IQR) = 7.0 (5.8-8.0), p < 0.001]. HbA1c levels were significantly lower among participants who were adherent to their medications (score: 6-8) versus those who were non-adherent (score < 6, p = 0.018). The sensitivity and specificity of the M-MALMAS was 92% and 32.8%, respectively. CONCLUSIONS The M-MALMAS was found to be a valid and reliable instrument for assessing medication adherence of people with type 2 diabetes in Malaysia. The M-MALMAS had a high sensitivity but its specificity was not as good.
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Affiliation(s)
- Pauline Siew Mei Lai
- Department of Primary Care Medicine, University Malaya Primary Care Research Group (UMPCRG), Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Renukha Sellappans
- Department of Primary Care Medicine, University Malaya Primary Care Research Group (UMPCRG), Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.,School of Pharmacy, Faculty of Health and Medical Sciences, Taylor's University, 47500, Subang Jaya, Selangor, Malaysia
| | - Siew Siang Chua
- School of Pharmacy, Faculty of Health and Medical Sciences, Taylor's University, 47500, Subang Jaya, Selangor, Malaysia.,Department of Pharmacy, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
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Wang J, Shi L. Prediction of medical expenditures of diagnosed diabetics and the assessment of its related factors using a random forest model, MEPS 2000-2015. Int J Qual Health Care 2020; 32:99-112. [PMID: 32159759 DOI: 10.1093/intqhc/mzz135] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 10/14/2019] [Accepted: 12/18/2019] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To predict the medical expenditures of individual diabetics and assess the related factors of it. DESIGN AND SETTING Cross-sectional study. SETTING AND PARTICIPANTS Data were collected from the US household component of the medical expenditure panel survey, 2000-2015. MAIN OUTCOME MEASURE Random forest (RF) model was performed with the programs of randomForest in R software. Spearman correlation coefficients (rs), mean absolute error (MAE) and mean-related error (MRE) was computed to assess the prediction of all the models. RESULTS Total medical expenditure was increased from $105 Billion in 2000 to $318 Billion in 2015. rs, MAE and MRE between the predicted and actual values of medical expenditures in RF model were 0.644, $0.363 and 0.043%. Top one factor in prediction was being treated by the insulin, followed by type of insurance, employment status, age and economical level. The latter four variables had no impact in predicting of medical expenditure by being treated by the insulin. Further, after the sub-analysis of gender and age-groups, the evaluating indicators of prediction were almost identical to each other. Top five variables of total medical expenditure among male were same as those among all the diabetics. Expenses for doctor visits, hospital stay and drugs were also predicted with RF model well. Treatment with insulin was the top one factor of total medical expenditure among female, 18-, 25- and 65-age-groups. Additionally, it indicated that RF model was little superior to traditional regression model. CONCLUSIONS RF model could be used in prediction of medical expenditure of diabetics and assessment of its related factors well.
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Affiliation(s)
- Jing Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Meishan road, Shushan district, Hefei city,230032, P.R. China
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205-1999, USA
| | - Leiyu Shi
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205-1999, USA
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Gardiner S, Robins S, Terry D. Acute circulatory complications in people with diabetes mellitus type 2: How admission varies between urban and rural Victoria. Aust J Rural Health 2019; 27:49-56. [PMID: 30693995 DOI: 10.1111/ajr.12459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2018] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVE To identify the extent to which rurality influences the admission and mortality rates for acute circulatory complications among people with type 2 diabetes mellitus. DESIGN Retrospective study. SETTING All Victorian hospitals. PARTICIPANTS State-wide hospital admissions from 1 July 2010 to 30 June 2015 using the Victorian Admitted Episodes Dataset. Data included patients with type 2 diabetes mellitus and diagnosis of acute cardiovascular events, acute cerebrovascular haemorrhage or infarction, acute peripheral vascular events or hypertensive diseases. MAIN OUTCOME MEASURE Rates of admission and mortality were calculated for local government areas and Department of Health regions. Regression analysis identified the influence between admission rates and various predictor variables. RESULTS In total, 5785 emergency hospital admissions occurred during the study period, with the highest and lowest mortality and admission rates occurring in rural areas. Moderately high admission rates were identified in urban areas. Cardiovascular events far outnumbered other acute circulatory admissions. Regression analysis identified a number of significant socioeconomic variables, primarily for metropolitan residents. Socioeconomic disadvantage was the only significant factor in rural areas. CONCLUSION Victorian admission and mortality rates for acute circulatory complications are greatest in rural areas; yet, there is considerable heterogeneity in the admission rates within both rural and metropolitan areas. Furthermore, socioeconomic status is more influential than remoteness in determining emergency admissions. Further research needs to investigate the particular variables that lead to poorer outcomes rurally, investigate socioeconomic disadvantage in rural areas and have greater emphasis on peripheral vascular disease prevention.
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Affiliation(s)
- Samantha Gardiner
- Melbourne Medical School, The University of Melbourne, Parkville, Victoria, Australia
| | - Shalley Robins
- Melbourne Medical School, The University of Melbourne, Parkville, Victoria, Australia
| | - Daniel Terry
- School of Nursing, Midwifery and Healthcare, Federation University, Ballarat, Victoria, Australia
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Huang CJ, Hsieh HM, Chiu HC, Wang PW, Lee MH, Li CY, Lin CH. Impact of Anxiety Disorders on Mortality for Persons With Diabetes: A National Population-Based Cohort Study. PSYCHOSOMATICS 2016; 58:266-273. [PMID: 28189286 DOI: 10.1016/j.psym.2016.11.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 11/12/2016] [Accepted: 11/14/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Most studies of the relationship between psychiatric disorders and mortality in patients with diabetes mellitus (DM) have focused on the role of depression. OBJECTIVE The aim of this study was to investigate the impact of anxiety disorders (ADs) on mortality in persons with DM in Taiwan. METHODS We used Taiwan׳s National Health Insurance claims database interlinked externally with Taiwan׳s Death Registry to study mortality in diabetic patients with and without ADs during the study period 2000-2004. Five-year survival cures were calculated using the Kaplan-Meier method for DM with ADs and DM without ADs. Cox regression analysis was used to analyze the predictive factors for DM mortality. RESULTS We identified 5685 persons with DM, including 732 (12.88%) who also had ADs. The 5-year survival was longer for diabetic patients with ADs than those without it. A higher risk of mortality was found in diabetic patients who were male. It was also higher for those who were 45-64 years old and ≥65 years old, those who resided in rural areas, those who had incomes <US$ 666 (NT$ 20,000) or were living on dependent incomes. ADs were found to confer a lower risk of mortality regardless of diabetes type. CONCLUSIONS ADs confer some protection from mortality in patients with DM. Our findings add valuable epidemiological information from a different ethnic population.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Herng-Chia Chiu
- Department of Healthcare Administration and Medical Informatics, College of Health Science, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Peng-Wei Wang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Mei-Hsuan Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chih-Yi Li
- Division of Secretary, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Hua Lin
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, Kaohsiung, Taiwan.
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The association between rural residence and stroke care and outcomes. J Neurol Sci 2016; 363:16-20. [DOI: 10.1016/j.jns.2016.02.019] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 02/04/2016] [Accepted: 02/08/2016] [Indexed: 11/18/2022]
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Rosella LC, Lebenbaum M, Fitzpatrick T, O'Reilly D, Wang J, Booth GL, Stukel TA, Wodchis WP. Impact of diabetes on healthcare costs in a population-based cohort: a cost analysis. Diabet Med 2016; 33:395-403. [PMID: 26201986 PMCID: PMC5014203 DOI: 10.1111/dme.12858] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/17/2015] [Indexed: 11/30/2022]
Abstract
AIMS To estimate the healthcare costs attributable to diabetes in Ontario, Canada using a propensity-matched control design and health administrative data from the perspective of a single-payer healthcare system. METHODS Incident diabetes cases among adults in Ontario were identified from the Ontario Diabetes Database between 2004 and 2012 and matched 1:3 to control subjects without diabetes identified in health administrative databases on the basis of sociodemographics and propensity score. Using a comprehensive source of administrative databases, direct per-person costs (Canadian dollars 2012) were calculated. A cost analysis was performed to calculate the attributable costs of diabetes; i.e. the difference of costs between patients with diabetes and control subjects without diabetes. RESULTS The study sample included 699 042 incident diabetes cases. The costs attributable to diabetes were greatest in the year after diagnosis [C$3,785 (95% CI 3708, 3862) per person for women and C$3,826 (95% CI 3751, 3901) for men], increasing substantially for older age groups and patients who died during follow-up. After accounting for baseline comorbidities, attributable costs were primarily incurred through inpatient acute hospitalizations, physician visits and prescription medications and assistive devices. CONCLUSIONS The excess healthcare costs attributable to diabetes are substantial and pose a significant clinical and public health challenge. This burden is an important consideration for decision-makers, particularly given increasing concern over the sustainability of the healthcare system, aging population structure and increasing prevalence of diabetic risk factors, such as obesity.
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Affiliation(s)
- L C Rosella
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Public Health Ontario, Toronto, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | | | | | - D O'Reilly
- Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Canada
- PATH Research Institute, St Joseph's Healthcare, Hamilton, Canada
| | - J Wang
- Public Health Ontario, Toronto, Canada
| | - G L Booth
- Institute for Clinical Evaluative Sciences, Toronto, Canada
- Department of Medicine, University of Toronto, Toronto, Canada
- St. Michael's Hospital, Toronto, Canada
- Institute of Health Management Policy and Evaluation, University of Toronto, Toronto, Canada
| | - T A Stukel
- Institute for Clinical Evaluative Sciences, Toronto, Canada
- Institute of Health Management Policy and Evaluation, University of Toronto, Toronto, Canada
| | - W P Wodchis
- Institute for Clinical Evaluative Sciences, Toronto, Canada
- Institute of Health Management Policy and Evaluation, University of Toronto, Toronto, Canada
- Toronto Rehabilitation Institute, Toronto, Canada
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Jandoc R, Mamdani M, Lévesque LE, Cadarette SM. Urban-rural differences in the uptake of new oral bisphosphonate formulations. Arch Osteoporos 2016; 11:11. [PMID: 26858034 DOI: 10.1007/s11657-016-0261-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 01/12/2016] [Indexed: 02/03/2023]
Abstract
UNLABELLED We identified significantly slower uptake, and consistently lower proportions of new oral bisphosphonate formulations dispensed in rural regions compared to urban regions of Ontario. Further research examining regional differences in outcomes may provide insight as to whether urban-rural differences in prescribing translate into health disparities between regions. PURPOSE The aim of this study was to examine urban-rural differences in the uptake of new oral bisphosphonate formulations available on the Ontario drug formulary: alendronate + vitamin D3 (January 2007), monthly risedronate (June 2009), and risedronate delayed-release (February 2012). METHODS We plotted the monthly proportion of new formulation claims of all claims with the same drug molecule, from their formulary listing date until March 2014. Results were stratified by major urban, nonmajor urban, and rural regions as defined by the Rurality Index of Ontario. We compared the rate of uptake over the first year of formulary availability using linear regression, and compared proportions dispensed between regions using chi-squared tests. RESULTS We identified a regional gradient in uptake for alendronate + vitamin D3 and monthly risedronate; major urban regions had the fastest uptake, followed by nonmajor urban regions, and rural regions had the slowest uptake. Rural regions also had the slowest uptake of risedronate delayed-release; however, uptake in major urban and nonmajor urban regions were similar. Rural regions dispensed the lowest proportions for all new formulations 1 year after formulary availability: alendronate + vitamin D3 (32% major urban, 23% nonmajor urban, 12% rural), monthly risedronate (26% major urban, 21% nonmajor urban, 16% rural), and risedronate delayed-release (21% major urban, 22 % nonmajor urban, 13% rural). This pattern persisted throughout our study. CONCLUSION We identified significantly slower uptake and lower proportions of new formulations dispensed in rural regions compared to urban regions. Further research examining regional differences in outcomes may demonstrate whether urban-rural differences in prescribing translate into health disparities between regions.
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Affiliation(s)
- Racquel Jandoc
- Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College Street, Toronto, ON, M5S 3M2, Canada.
| | - Muhammad Mamdani
- Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College Street, Toronto, ON, M5S 3M2, Canada.,Institute for Clinical Evaluative Sciences, Toronto, ON, Canada.,Applied Health Research Center, La Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada.,Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Linda E Lévesque
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
| | - Suzanne M Cadarette
- Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College Street, Toronto, ON, M5S 3M2, Canada.,Institute for Clinical Evaluative Sciences, Toronto, ON, Canada
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Wu C, McMurtry MS, Sandhu RK, Youngson E, Ezekowitz JA, Kaul P, McAlister FA. Impact of Rural Residence on Warfarin Use and Clinical Events in Patients with Non-Valvular Atrial Fibrillation: A Canadian Population Based Study. PLoS One 2015; 10:e0140607. [PMID: 26466118 PMCID: PMC4605516 DOI: 10.1371/journal.pone.0140607] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 09/27/2015] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND AND PURPOSE We studied whether anticoagulant use and outcomes differed between rural versus urban Canadian non-valvular atrial fibrillation (NVAF) patients prior to the introduction of direct oral anticoagulant drugs. METHODS Retrospective cohort study of 25,284 adult Albertans with NVAF between April 1, 1999 and December 31, 2008. RESULTS Compared to urban patients, rural patients were older (p = 0.0009) and had more comorbidities but lower bleeding risk at baseline. In the first year after NVAF diagnosis, urban patients were less likely to be hospitalized (aOR 0.82, 95%CI 0.77-0.89) or have an emergency department visit for any reason (aOR 0.61, 95%CI 0.56-0.66) but warfarin dispensation rates (72.2% vs 71.8% at 365 days, p = 0.98) and clinical outcomes were similar: 7.8% died in both groups, 3.2% rural vs. 2.8% urban had a stroke or systemic embolism (SSE) (aOR 0.92, 95%CI 0.77-1.11), and 6.6% vs. 5.7% (aOR 0.93, 95%CI 0.81-1.06) had a bleed. Baseline SSE risk did not impact warfarin dispensation (73.0% in those with high vs. 72.8% in those with low CHADS2 score, p = 0.85) but patients at higher baseline bleeding risk were less likely to be using warfarin (69.2% high vs. 73.6% low HASBLED score, p<0.0001) in the first 365 days after diagnosis. In warfarin users, bleeding was more frequent (7.5% vs 6.2%, aHR 1.51 [95%CI 1.33-1.72]) but death or SSE was less frequent (7.0% vs 18.1%, aHR 0.60 [0.54-0.66]). CONCLUSION Warfarin use and clinical event rates did not differ between rural and urban NVAF patients in a universal access publically-funded healthcare system.
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Affiliation(s)
- Cynthia Wu
- Department of Medicine, Division of Hematology, University of Alberta, Edmonton, Alberta, Canada
| | - Michael Sean McMurtry
- Department of Medicine, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
| | - Roopinder K. Sandhu
- Department of Medicine, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
| | - Erik Youngson
- Patient Health Outcomes Research and Clinical Effectiveness Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Justin A. Ezekowitz
- Department of Medicine, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
- Canadian VIGOUR Center, University of Alberta, Edmonton, Alberta, Canada
| | - Padma Kaul
- Department of Medicine, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
| | - Finlay A. McAlister
- Patient Health Outcomes Research and Clinical Effectiveness Unit, University of Alberta, Edmonton, Alberta, Canada
- Department of Medicine, Division of General Internal Medicine, University of Alberta, Edmonton, Alberta, Canada
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Seuring T, Archangelidi O, Suhrcke M. The Economic Costs of Type 2 Diabetes: A Global Systematic Review. PHARMACOECONOMICS 2015; 33:811-31. [PMID: 25787932 PMCID: PMC4519633 DOI: 10.1007/s40273-015-0268-9] [Citation(s) in RCA: 494] [Impact Index Per Article: 49.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
BACKGROUND There has been a widely documented and recognized increase in diabetes prevalence, not only in high-income countries (HICs) but also in low- and middle-income countries (LMICs), over recent decades. The economic burden associated with diabetes, especially in LMICs, is less clear. OBJECTIVE We provide a systematic review of the global evidence on the costs of type 2 diabetes. Our review seeks to update and considerably expand the previous major review of the costs of diabetes by capturing the evidence on overall, direct and indirect costs of type 2 diabetes worldwide that has been published since 2001. In addition, we include a body of economic evidence that has hitherto been distinct from the cost-of-illness (COI) work, i.e. studies on the labour market impact of diabetes. METHODS We searched PubMed, EMBASE, EconLit and IBSS (without language restrictions) for studies assessing the economic burden of type 2 diabetes published from January 2001 to October 2014. Costs reported in the included studies were converted to international dollars ($) adjusted for 2011 values. Alongside the narrative synthesis and methodological review of the studies, we conduct an exploratory linear regression analysis, examining the factors behind the considerable heterogeneity in existing cost estimates between and within countries. RESULTS We identified 86 COI and 23 labour market studies. COI studies varied considerably both in methods and in cost estimates, with most studies not using a control group, though the use of either regression analysis or matching has increased. Direct costs were generally found to be higher than indirect costs. Direct costs ranged from $242 for a study on out-of-pocket expenditures in Mexico to $11,917 for a study on the cost of diabetes in the USA, while indirect costs ranged from $45 for Pakistan to $16,914 for the Bahamas. In LMICs-in stark contrast to HICs-a substantial part of the cost burden was attributed to patients via out-of-pocket treatment costs. Our regression analysis revealed that direct diabetes costs are closely and positively associated with a country's gross domestic product (GDP) per capita, and that the USA stood out as having particularly high costs, even after controlling for GDP per capita. Studies on the labour market impact of diabetes were almost exclusively confined to HICs and found strong adverse effects, particularly for male employment chances. Many of these studies also took into account the possible endogeneity of diabetes, which was not the case for COI studies. CONCLUSIONS The reviewed studies indicate a large economic burden of diabetes, most directly affecting patients in LMICs. The magnitude of the cost estimates differs considerably between and within countries, calling for the contextualization of the study results. Scope remains large for adding to the evidence base on labour market effects of diabetes in LMICs. Further, there is a need for future COI studies to incorporate more advanced statistical methods in their analysis to account for possible biases in the estimated costs.
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Affiliation(s)
- Till Seuring
- Health Economics Group, Norwich Medical School, University of East Anglia, Norwich, UK,
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Dracup K, Moser DK, Pelter MM, Nesbitt TS, Southard J, Paul SM, Robinson S, Cooper LS. Randomized, Controlled Trial to Improve Self-Care in Patients With Heart Failure Living in Rural Areas. Circulation 2014; 130:256-64. [DOI: 10.1161/circulationaha.113.003542] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Kathleen Dracup
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Debra K. Moser
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Michele M. Pelter
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Thomas S. Nesbitt
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Jeffrey Southard
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Steven M. Paul
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Susan Robinson
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
| | - Lawton S. Cooper
- From the University of California San Francisco, School of Nursing, San Francisco (K.D., S.M.P., S.R.); University of Kentucky, College of Nursing, Lexington (D.K.M.); University of Nevada, Reno (M.M.P.); University of California, School of Medicine, Davis (T.S.N., J.S.); and National Heart, Lung and Blood Institute, Bethesda, MD (L.S.C.)
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Gamble JM, Eurich DT, Ezekowitz JA, Kaul P, Quan H, McAlister FA. Patterns of Care and Outcomes Differ for Urban Versus Rural Patients With Newly Diagnosed Heart Failure, Even in a Universal Healthcare System. Circ Heart Fail 2011; 4:317-23. [DOI: 10.1161/circheartfailure.110.959262] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- John-Michael Gamble
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
| | - Dean T. Eurich
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
| | - Justin A. Ezekowitz
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
| | - Padma Kaul
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
| | - Hude Quan
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
| | - Finlay A. McAlister
- From the Department of Public Health Sciences (J.-M.G., D.T.E.) and Divisions of Cardiology (J.A.E., P.K.) and General Internal Medicine (F.A.M.), Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada (J.A.E., P.K., F.A.M.); and Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada (H.Q.)
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Johnson JA, Balko SU, Hugel G, Low C, Svenson LW. Increasing incidence and prevalence with limited survival gains among rural Albertans with diabetes: a retrospective cohort study, 1995-2006. Diabet Med 2009; 26:989-95. [PMID: 19900230 DOI: 10.1111/j.1464-5491.2009.02805.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To compare recent trends of diabetes prevalence, incidence and mortality between men and women living in urban and rural Alberta, Canada. METHODS We tracked population trends in diabetes in adults based on diagnostic codes from provincial administrative health records from 1995 to 2006. Location of residence was defined by registered postal codes. Sex-stratified logistic regression with interactions was used to compare increases in rates over the past decade by location of residence, adjusting for age. RESULTS Men in rural residences had the greatest increases in prevalence, at 61%, from 3.6 per 100 in 1995 to 5.8 per 100 in 2006, compared with a 55% increase in urban men, from 3.9 per 100 in 1995 to 6.0 per 100 in 2006 (P < 0.001). Diabetes incidence in rural men increased 61% while urban men had a similar increase of 59% (P = 0.177). Incidence was lower in women in both urban and rural locations, at 5.6 and 5.3 per 1000 in 2006. Overall, mortality rates decreased by 34% for urban men and 8% for rural men with diabetes (P = 0.006). Women with diabetes in rural areas had no decline in overall mortality, compared with a 28% reduction in urban women (P < 0.001). CONCLUSIONS Diabetes prevalence remains highest in men, with the greatest increases seen in men living in rural residences. While mortality rates have declined substantially over the past decade for those people with diabetes living in urban settings, declines in mortality in rural areas have been much more modest (for men) or non-existent (for women).
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Affiliation(s)
- J A Johnson
- School of Public Health, University of Alberta, Edmonton, AB, Canada T6G 1K4.
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Salas M, Hughes D, Zuluaga A, Vardeva K, Lebmeier M. Costs of medication nonadherence in patients with diabetes mellitus: a systematic review and critical analysis of the literature. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2009; 12:915-922. [PMID: 19402848 DOI: 10.1111/j.1524-4733.2009.00539.x] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVES Information on the health care costs associated with nonadherence to treatments for diabetes is both limited and inconsistent. We reviewed and critically appraised the literature to identify the main methodological issues that might explain differences among reports in the relationship of nonadherence and costs in patients with diabetes. METHODS Two investigators reviewed Medline, EMBASE, Cochrane library and CINAHL and studies with information on costs by level of adherence in patients with diabetes published between January 1, 1997 and September 30th 2007 were included. RESULTS A total of 209 studies were identified and ten fulfilled the inclusion criteria. All included studies analyzed claims data and 70% were based on non-Medicaid and non-Medicare databases. Low medication possession ratios were associated with higher costs. Important differences were found in the ICD-9/ICD-9 CM codes used to identify patients and their diagnoses, data sources, analytic window period, definitions of adherence measures, skewness in cost data and associated statistical issues, adjustment of costs for inflation, adjustment for confounders, clinical outcomes and costs. CONCLUSIONS Important variation among cost estimates was evident, even within studies of the same population. Readers should be cautious when comparing estimated coefficients from various studies because methodological issues might explain differences in the results of costs of nonadherence in diabetes. This is particularly important when estimates are used as inputs to pharmacoeconomic models.
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Affiliation(s)
- Maribel Salas
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL 35294-4410, USA.
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Johnson JA, Vermeulen SU, Toth EL, Hemmelgarn BR, Ralph-Campbell K, Hugel G, King M, Crowshoe L. Increasing incidence and prevalence of diabetes among the Status Aboriginal population in urban and rural Alberta, 1995-2006. Canadian Journal of Public Health 2009. [PMID: 19507729 DOI: 10.1007/bf03405547] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To compare changes in diagnosed diabetes prevalence and incidence among Status Aboriginal men and women living in urban and rural areas of Alberta. METHODS We compared trends in diabetes prevalence and incidence from 1995 to 2006 based on diagnostic codes from Alberta Health and Wellness (AHW) administrative records for adults aged 20 years and older. The AHW Registry file was used to determine registered Aboriginal status, as well as rural and urban residence (based on postal code). Multivariable logistic regression was used to compare diabetes rates over time, by sex and location of residence. RESULTS Age- and sex-adjusted diabetes prevalence increased 35% in rural Status Aboriginals, from 10.9 (10.4-11.5) per 100 in 1995 to 14.7 (14.2-15.2) per 100 in 2006. Rates in urban Status Aboriginals increased 22% in the same time period from 9.4 (8.5-10.3) per 100 in 1995 to 11.5 (10.9-12.1) per 100 in 2006. The increases in prevalence were greater (p < 0.001) for men (43% and 40%) compared to women (30% and 12%) in rural and urban settings, respectively. Diabetes incidence increased 45% in Status Aboriginal men, from 7.4 (4.9-10.6) per 1000 in 1995 to 10.7 (8.3-13.5) per 1000 in 2006 in urban locations, compared to a 35% increase among Status Aboriginal men living in rural locations (p = 0.628). Among Status Aboriginal women, incidence increased by 25% for those living in urban locations, but did not change for those in rural locations (p = 0.109). CONCLUSIONS Prevalence and incidence of diagnosed diabetes were highest in Status Aboriginal women, but these rates have increased faster in men over the past decade, regardless of their location of residence.
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Affiliation(s)
- Jeffrey A Johnson
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, AB.
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Vagenas D, McLaughlin D, Dobson A. Regional variation in the survival and health of older Australian women: a prospective cohort study. Aust N Z J Public Health 2009; 33:119-25. [DOI: 10.1111/j.1753-6405.2009.00356.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Bibliography. Current world literature. Diabetes and the endocrine pancreas. Curr Opin Endocrinol Diabetes Obes 2008; 15:193-207. [PMID: 18316957 DOI: 10.1097/med.0b013e3282fba8b4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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